Triple
T21825817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Limpopo |
E538851
|
entity |
| Predicate | mainCampus |
P115
|
FINISHED |
| Object |
Turfloop Campus
Turfloop Campus is the primary campus of the University of Limpopo in South Africa, serving as its central hub for academic, administrative, and student activities.
|
E1503898
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Turfloop Campus | Statement: [University of Limpopo, mainCampus, Turfloop Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turfloop Campus Context triple: [University of Limpopo, mainCampus, Turfloop Campus]
-
A.
Mamelodi Campus
Mamelodi Campus is a satellite campus of the University of Pretoria located in the Mamelodi township, focused on access and extended academic programmes.
-
B.
Braamfontein Campus
Braamfontein Campus is the main urban campus of the University of the Witwatersrand in Johannesburg, known for its academic, administrative, and student life facilities.
-
C.
Soweto Campus
Soweto Campus is a University of Johannesburg campus located in Soweto, serving as a key higher-education hub for the surrounding community.
-
D.
Pretoria Campus
Pretoria Campus is the main urban campus of the Tshwane University of Technology, located in South Africa’s administrative capital city.
-
E.
Groenkloof Campus
Groenkloof Campus is one of the University of Pretoria’s campuses in South Africa, primarily known for its focus on education and teacher training.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Turfloop Campus Triple: [University of Limpopo, mainCampus, Turfloop Campus]
Generated description
Turfloop Campus is the primary campus of the University of Limpopo in South Africa, serving as its central hub for academic, administrative, and student activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Turfloop Campus Target entity description: Turfloop Campus is the primary campus of the University of Limpopo in South Africa, serving as its central hub for academic, administrative, and student activities.
-
A.
Mamelodi Campus
Mamelodi Campus is a satellite campus of the University of Pretoria located in the Mamelodi township, focused on access and extended academic programmes.
-
B.
Braamfontein Campus
Braamfontein Campus is the main urban campus of the University of the Witwatersrand in Johannesburg, known for its academic, administrative, and student life facilities.
-
C.
Soweto Campus
Soweto Campus is a University of Johannesburg campus located in Soweto, serving as a key higher-education hub for the surrounding community.
-
D.
Pretoria Campus
Pretoria Campus is the main urban campus of the Tshwane University of Technology, located in South Africa’s administrative capital city.
-
E.
Groenkloof Campus
Groenkloof Campus is one of the University of Pretoria’s campuses in South Africa, primarily known for its focus on education and teacher training.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0c475038c8190abb9b1a20eb8ff50 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f09131a5588190a906f70dd9e7f0b1 |
completed | April 28, 2026, 10:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a45e50d548190aaf4ac0bf6fcd028 |
completed | May 17, 2026, 10:49 p.m. |
| NEDg | Description generation | batch_6a0a478555f48190a5dec30d212817fa |
completed | May 17, 2026, 10:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a4816a85c8190b086b93851ddd11c |
completed | May 17, 2026, 10:58 p.m. |
Created at: April 16, 2026, 6:54 p.m.